An awareness-based learning model to deal with service collaboration in cloud computing

  • Authors:
  • Mauricio Paletta;Pilar Herrero

  • Affiliations:
  • Centro de Investigación en Informática y Tecnología de la Computación, Universidad Nacional Experimental de Guayana, Ciudad Guayana, Venezuela;Facultad de Informática, Universidad Politécnica de Madrid, Madrid, Spain

  • Venue:
  • Transactions on computational collective intelligence I
  • Year:
  • 2010

Quantified Score

Hi-index 0.00

Visualization

Abstract

Cloud computing addresses the use of scalable and often virtualized resources. It is based on service-level agreements that provide external users with services under request. Cloud computing is still evolving. New specific collaboration models among service providers are needed for enabling effective service collaboration, allowing the process of serving consumers to be more efficient. This paper presents AMBAR-C, an adaptation of AMBAR (Awareness-based learning Model for distriButive collAborative enviRonment) designed to allow nodes in a distributed environment to accomplish an effective collaboration among service providers in a "cloud" by means of a multi-agent architecture in which agents are aware of its surroundings throughout a parametrical and flexible use of this information. As occurs in AMBAR, AMBAR-C makes use of heuristic strategies to improve effectiveness and efficiency in collaborations of these particular environments.